{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "cffcba14",
   "metadata": {},
   "source": [
    "# 介绍requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "88609a4b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "36d3ab35",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = requests.get('https://api.github.com/events')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7b83a0ff",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "d85301f9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cd6e2cf2",
   "metadata": {},
   "source": [
    "## 数据样态"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "7d267b77",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "b'[{\"id\":\"20862974259\",\"type\":\"PushEvent\",\"actor\":{\"id\":84220993,\"login\":\"rockeychauhan1\",\"display_login\":\"rockeychauhan1\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/rockeychauhan1\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/84220993?\"},\"repo\":{\"id\":469617904,\"name\":\"rockeychauhan1/chatProject.github.io\",\"url\":\"https://api.github.com/repos/rockeychauhan1/chatProject.github.io\"},\"payload\":{\"push_id\":9411460637,\"size\":1,\"distinct_size\":1,\"ref\":\"refs/heads/master\",\"head\":\"a99ab13067296a51c8c08d07713a207d57ff94a8\",\"before\":\"2f5a346413b78a0e65a1638a886727f3a07561a1\",\"commits\":[{\"sha\":\"a99ab13067296a51c8c08d07713a207d57ff94a8\",\"author\":{\"email\":\"84220993+rockeychauhan1@users.noreply.github.com\",\"name\":\"rockeychauhan1\"},\"message\":\"Set theme jekyll-theme-cayman\",\"distinct\":true,\"url\":\"https://api.github.com/repos/rockeychauhan1/chatProject.github.io/commits/a99ab13067296a51c8c08d07713a207d57ff94a8\"}]},\"public\":true,\"created_at\":\"2022-03-22T02:07:03Z\"},{\"id\":\"20862974268\",\"type\":\"WatchEvent\",\"actor\":{\"id\":7599642,\"login\":\"wanglimin\",\"display_login\":\"wanglimin\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/wanglimin\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/7599642?\"},\"repo\":{\"id\":471606294,\"name\":\"MCG-NJU/MixFormer\",\"url\":\"https://api.github.com/repos/MCG-NJU/MixFormer\"},\"payload\":{\"action\":\"started\"},\"public\":true,\"created_at\":\"2022-03-22T02:07:03Z\",\"org\":{\"id\":62974475,\"login\":\"MCG-NJU\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/orgs/MCG-NJU\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/62974475?\"}},{\"id\":\"20862974273\",\"type\":\"CreateEvent\",\"actor\":{\"id\":49699333,\"login\":\"dependabot[bot]\",\"display_login\":\"dependabot\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/dependabot[bot]\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/49699333?\"},\"repo\":{\"id\":301275942,\"name\":\"kscarlett/humid\",\"url\":\"https://api.github.com/repos/kscarlett/humid\"},\"payload\":{\"ref\":\"dependabot/github_actions/develop/actions/cache-3\",\"ref_type\":\"branch\",\"master_branch\":\"main\",\"description\":\"Human, server and gopher friendly IDs for Go.\",\"pusher_type\":\"user\"},\"public\":true,\"created_at\":\"2022-03-22T02:07:03Z\"},{\"id\":\"20862974275\",\"type\":\"IssuesEvent\",\"actor\":{\"id\":62555600,\"login\":\"sfink16\",\"display_login\":\"sfink16\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/sfink16\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/62555600?\"},\"repo\":{\"id\":7280992,\"name\":\"AntonKast/LightZone\",\"url\":\"https://api.github.com/repos/AntonKast/LightZone\"},\"payload\":{\"action\":\"opened\",\"issue\":{\"url\":\"https://api.github.com/repos/AntonKast/LightZone/issues/16\",\"repository_url\":\"https://api.github.com/repos/AntonKast/LightZone\",\"labels_url\":\"https://api.github.com/repos/AntonKast/LightZone/issues/16/labels{/name}\",\"comments_url\":\"https://api.github.com/repos/AntonKast/LightZone/issues/16/comments\",\"events_url\":\"https://api.github.com/repos/AntonKast/LightZone/issues/16/events\",\"html_url\":\"https://github.com/AntonKast/LightZone/issues/16\",\"id\":1176171087,\"node_id\":\"I_kwDOAG8ZYM5GGvJP\",\"number\":16,\"title\":\" Broken Clone and Spot tools\",\"user\":{\"login\":\"sfink16\",\"id\":62555600,\"node_id\":\"MDQ6VXNlcjYyNTU1NjAw\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/62555600?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/sfink16\",\"html_url\":\"https://github.com/sfink16\",\"followers_url\":\"https://api.github.com/users/sfink16/followers\",\"following_url\":\"https://api.github.com/users/sfink16/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/sfink16/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/sfink16/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/sfink16/subscriptions\",\"organizations_url\":\"https://api.github.com/users/sfink16/orgs\",\"repos_url\":\"https://api.github.com/users/sfink16/repos\",\"events_url\":\"https://api.github.com/users/sfink16/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/sfink16/received_events\",\"type\":\"User\",\"site_admin\":false},\"labels\":[],\"state\":\"open\",\"locked\":false,\"assignee\":null,\"assignees\":[],\"milestone\":null,\"comments\":0,\"created_at\":\"2022-03-22T02:07:03Z\",\"updated_at\":\"2022-03-22T02:07:03Z\",\"closed_at\":null,\"author_association\":\"NONE\",\"active_lock_reason\":null,\"body\":\"Using either the clone or the spot tool are not working properly. I have to lower the opacity level and than back to 100% to get either to work when moving the copy source(cross hair) of the tool in order for the tool to take affect. I\\'m getting an \\\\\"asyncRepaint failed\\\\\" error message, if that means anything. This is using the latest version of 4.2.4.\\\\r\\\\n\\\\r\\\\nThanks!\\\\r\\\\n\\\\r\\\\nSteve\",\"reactions\":{\"url\":\"https://api.github.com/repos/AntonKast/LightZone/issues/16/reactions\",\"total_count\":0,\"+1\":0,\"-1\":0,\"laugh\":0,\"hooray\":0,\"confused\":0,\"heart\":0,\"rocket\":0,\"eyes\":0},\"timeline_url\":\"https://api.github.com/repos/AntonKast/LightZone/issues/16/timeline\",\"performed_via_github_app\":null}},\"public\":true,\"created_at\":\"2022-03-22T02:07:03Z\"},{\"id\":\"20862974255\",\"type\":\"WatchEvent\",\"actor\":{\"id\":2275522,\"login\":\"kevinwangl\",\"display_login\":\"kevinwangl\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/kevinwangl\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/2275522?\"},\"repo\":{\"id\":141319058,\"name\":\"suanmei/callapp-lib\",\"url\":\"https://api.github.com/repos/suanmei/callapp-lib\"},\"payload\":{\"action\":\"started\"},\"public\":true,\"created_at\":\"2022-03-22T02:07:03Z\"},{\"id\":\"20862974276\",\"type\":\"DeleteEvent\",\"actor\":{\"id\":9273653,\"login\":\"gfyoung\",\"display_login\":\"gfyoung\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/gfyoung\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/9273653?\"},\"repo\":{\"id\":450967723,\"name\":\"forking-repos/TypeScript\",\"url\":\"https://api.github.com/repos/forking-repos/TypeScript\"},\"payload\":{\"ref\":\"lego/hb_998_20200906001102669\",\"ref_type\":\"branch\",\"pusher_type\":\"user\"},\"public\":true,\"created_at\":\"2022-03-22T02:07:03Z\",\"org\":{\"id\":44939879,\"login\":\"forking-repos\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/orgs/forking-repos\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/44939879?\"}},{\"id\":\"20862974267\",\"type\":\"PullRequestEvent\",\"actor\":{\"id\":49699333,\"login\":\"dependabot[bot]\",\"display_login\":\"dependabot\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/dependabot[bot]\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/49699333?\"},\"repo\":{\"id\":301275942,\"name\":\"kscarlett/humid\",\"url\":\"https://api.github.com/repos/kscarlett/humid\"},\"payload\":{\"action\":\"opened\",\"number\":24,\"pull_request\":{\"url\":\"https://api.github.com/repos/kscarlett/humid/pulls/24\",\"id\":885517798,\"node_id\":\"PR_kwDOEfUbJs40x-3m\",\"html_url\":\"https://github.com/kscarlett/humid/pull/24\",\"diff_url\":\"https://github.com/kscarlett/humid/pull/24.diff\",\"patch_url\":\"https://github.com/kscarlett/humid/pull/24.patch\",\"issue_url\":\"https://api.github.com/repos/kscarlett/humid/issues/24\",\"number\":24,\"state\":\"open\",\"locked\":false,\"title\":\"Bump actions/cache from 2.1.4 to 3\",\"user\":{\"login\":\"dependabot[bot]\",\"id\":49699333,\"node_id\":\"MDM6Qm90NDk2OTkzMzM=\",\"avatar_url\":\"https://avatars.githubusercontent.com/in/29110?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/dependabot%5Bbot%5D\",\"html_url\":\"https://github.com/apps/dependabot\",\"followers_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/followers\",\"following_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/subscriptions\",\"organizations_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/orgs\",\"repos_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/repos\",\"events_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/received_events\",\"type\":\"Bot\",\"site_admin\":false},\"body\":\"Bumps [actions/cache](https://github.com/actions/cache) from 2.1.4 to 3.\\\\n<details>\\\\n<summary>Release notes</summary>\\\\n<p><em>Sourced from <a href=\\\\\"https://github.com/actions/cache/releases\\\\\">actions/cache\\'s releases</a>.</em></p>\\\\n<blockquote>\\\\n<h2>v3.0.0</h2>\\\\n<ul>\\\\n<li>\\\\n<p>This change adds a minimum runner version(node12 -&gt; node16), which can break users using an out-of-date/fork of the runner. This would be most commonly affecting users on GHES 3.3 or before, as those runners do not support node16 actions and they can use actions from github.com via <a href=\\\\\"https://docs.github.com/en/enterprise-server@3.0/admin/github-actions/managing-access-to-actions-from-githubcom/enabling-automatic-access-to-githubcom-actions-using-github-connect\\\\\">github connect</a> or manually copying the repo to their GHES instance.</p>\\\\n</li>\\\\n<li>\\\\n<p>Few dependencies and cache action usage examples have also been updated.</p>\\\\n</li>\\\\n</ul>\\\\n<h2>v2.1.7</h2>\\\\n<p>Support 10GB cache upload using the latest version <code>1.0.8</code> of <a href=\\\\\"https://www.npmjs.com/package/@actions/cache\\\\\"><code>@actions/cache</code> </a></p>\\\\n<h2>v2.1.6</h2>\\\\n<ul>\\\\n<li>Catch unhandled &quot;bad file descriptor&quot; errors that sometimes occurs when the cache server returns non-successful response (<a href=\\\\\"https://github-redirect.dependabot.com/actions/cache/pull/596\\\\\">actions/cache#596</a>)</li>\\\\n</ul>\\\\n<h2>v2.1.5</h2>\\\\n<ul>\\\\n<li>Fix permissions error seen when extracting caches with GNU tar that were previously created using BSD tar (<a href=\\\\\"https://github-redirect.dependabot.com/actions/cache/issues/527\\\\\">actions/cache#527</a>)</li>\\\\n</ul>\\\\n</blockquote>\\\\n</details>\\\\n<details>\\\\n<summary>Commits</summary>\\\\n<ul>\\\\n<li><a href=\\\\\"https://github.com/actions/cache/commit/4b0cf6cc4619e737324ddfcec08fff2413359514\\\\\"><code>4b0cf6c</code></a> Merge pull request <a href=\\\\\"https://github-redirect.dependabot.com/actions/cache/issues/769\\\\\">#769</a> from actions/users/ashwinsangem/bump_major_version</li>\\\\n<li><a href=\\\\\"https://github.com/actions/cache/commit/60c606a2b4c5358e11c2ca7b4694e59049d008d1\\\\\"><code>60c606a</code></a> Update licensed files</li>\\\\n<li><a href=\\\\\"https://github.com/actions/cache/commit/b6e9a919a7da3606e9b2db756823ee1c39c7b48d\\\\\"><code>b6e9a91</code></a> Revert &quot;Updated to the latest version.&quot;</li>\\\\n<li><a href=\\\\\"https://github.com/actions/cache/commit/c8425035834f98c304ecf92f5d50f41d433885c1\\\\\"><code>c842503</code></a> Updated to the latest version.</li>\\\\n<li><a href=\\\\\"https://github.com/actions/cache/commit/2b7da2a62c3af9fa2692cd8d2d117da76faf31ac\\\\\"><code>2b7da2a</code></a> Bumped up to a major version.</li>\\\\n<li><a href=\\\\\"https://github.com/actions/cache/commit/deae296ab340574da1ec86242984dfc91f0a7b81\\\\\"><code>deae296</code></a> Merge pull request <a href=\\\\\"https://github-redirect.dependabot.com/actions/cache/issues/651\\\\\">#651</a> from magnetikonline/fix-golang-windows-example</li>\\\\n<li><a href=\\\\\"https://github.com/actions/cache/commit/c7c46bcb6db3c571021a3a2dc2d2557b512ecace\\\\\"><code>c7c46bc</code></a> Merge pull request <a href=\\\\\"https://github-redirect.dependabot.com/actions/cache/issues/707\\\\\">#707</a> from duxtland/main</li>\\\\n<li><a href=\\\\\"https://github.com/actions/cache/commit/6535c5fb5fe2870754afba7bd4e514867ac9cb98\\\\\"><code>6535c5f</code></a> Regenerated <code>examples.md</code> TOC</li>\\\\n<li><a href=\\\\\"https://github.com/actions/cache/commit/3fdafa472e0db16435add384585aa138ffdd16d3\\\\\"><code>3fdafa4</code></a> Update GitHub Actions status badge markdown in <code>README.md</code></li>\\\\n<li><a href=\\\\\"https://github.com/actions/cache/commit/341e6d75d9826beb2fa659263d862f6aec63a064\\\\\"><code>341e6d7</code></a> Merge branch \\'actions:main\\' into fix-golang-windows-example</li>\\\\n<li>Additional commits viewable in <a href=\\\\\"https://github.com/actions/cache/compare/v2.1.4...v3\\\\\">compare view</a></li>\\\\n</ul>\\\\n</details>\\\\n<br />\\\\n\\\\n\\\\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=actions/cache&package-manager=github_actions&previous-version=2.1.4&new-version=3)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\\\\n\\\\nDependabot will resolve any conflicts with this PR as long as you don\\'t alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\\\\n\\\\n[//]: # (dependabot-automerge-start)\\\\n[//]: # (dependabot-automerge-end)\\\\n\\\\n---\\\\n\\\\n<details>\\\\n<summary>Dependabot commands and options</summary>\\\\n<br />\\\\n\\\\nYou can trigger Dependabot actions by commenting on this PR:\\\\n- `@dependabot rebase` will rebase this PR\\\\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\\\\n- `@dependabot merge` will merge this PR after your CI passes on it\\\\n- `@dependabot squash and merge` will squash and merge this PR after your CI passes on it\\\\n- `@dependabot cancel merge` will cancel a previously requested merge and block automerging\\\\n- `@dependabot reopen` will reopen this PR if it is closed\\\\n- `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually\\\\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\\\\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\\\\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it 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yourself)\\\\n\\\\n\\\\n</details>\",\"reactions\":{\"url\":\"https://api.github.com/repos/petrpleshachkov/hazelcast/issues/408/reactions\",\"total_count\":0,\"+1\":0,\"-1\":0,\"laugh\":0,\"hooray\":0,\"confused\":0,\"heart\":0,\"rocket\":0,\"eyes\":0},\"timeline_url\":\"https://api.github.com/repos/petrpleshachkov/hazelcast/issues/408/timeline\",\"performed_via_github_app\":null},\"comment\":{\"url\":\"https://api.github.com/repos/petrpleshachkov/hazelcast/issues/comments/1074631382\",\"html_url\":\"https://github.com/petrpleshachkov/hazelcast/pull/408#issuecomment-1074631382\",\"issue_url\":\"https://api.github.com/repos/petrpleshachkov/hazelcast/issues/408\",\"id\":1074631382,\"node_id\":\"IC_kwDOCv37Cc5ADZLW\",\"user\":{\"login\":\"dependabot[bot]\",\"id\":49699333,\"node_id\":\"MDM6Qm90NDk2OTkzMzM=\",\"avatar_url\":\"https://avatars.githubusercontent.com/in/29110?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/dependabot%5Bbot%5D\",\"html_url\":\"https://github.com/apps/dependabot\",\"followers_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/followers\",\"following_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/subscriptions\",\"organizations_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/orgs\",\"repos_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/repos\",\"events_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/received_events\",\"type\":\"Bot\",\"site_admin\":false},\"created_at\":\"2022-03-22T02:07:02Z\",\"updated_at\":\"2022-03-22T02:07:02Z\",\"author_association\":\"NONE\",\"body\":\"Superseded 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!\",\"reactions\":{\"url\":\"https://api.github.com/repos/solana-labs/solana-pay/issues/109/reactions\",\"total_count\":0,\"+1\":0,\"-1\":0,\"laugh\":0,\"hooray\":0,\"confused\":0,\"heart\":0,\"rocket\":0,\"eyes\":0},\"timeline_url\":\"https://api.github.com/repos/solana-labs/solana-pay/issues/109/timeline\",\"performed_via_github_app\":null}},\"public\":true,\"created_at\":\"2022-03-22T02:07:03Z\",\"org\":{\"id\":35608259,\"login\":\"solana-labs\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/orgs/solana-labs\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/35608259?\"}},{\"id\":\"20862974144\",\"type\":\"PushEvent\",\"actor\":{\"id\":42554663,\"login\":\"Awan\",\"display_login\":\"Awan\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/Awan\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/42554663?\"},\"repo\":{\"id\":470890244,\"name\":\"Awan/passwords-store\",\"url\":\"https://api.github.com/repos/Awan/passwords-store\"},\"payload\":{\"push_id\":9411460583,\"size\":1,\"distinct_size\":1,\"ref\":\"refs/heads/master\",\"head\":\"b6552393f7ecad1c4a01903070ce6b7e047e6e1d\",\"before\":\"4650bdf92c71465aab2e39415aa65f89cd177e5e\",\"commits\":[{\"sha\":\"b6552393f7ecad1c4a01903070ce6b7e047e6e1d\",\"author\":{\"email\":\"abdullah@abdullah.today\",\"name\":\"Abdullah 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yourself)\\\\n\\\\n\\\\n</details>\",\"reactions\":{\"url\":\"https://api.github.com/repos/petrpleshachkov/hazelcast/issues/408/reactions\",\"total_count\":0,\"+1\":0,\"-1\":0,\"laugh\":0,\"hooray\":0,\"confused\":0,\"heart\":0,\"rocket\":0,\"eyes\":0},\"timeline_url\":\"https://api.github.com/repos/petrpleshachkov/hazelcast/issues/408/timeline\",\"performed_via_github_app\":null},\"comment\":{\"url\":\"https://api.github.com/repos/petrpleshachkov/hazelcast/issues/comments/1074631382\",\"html_url\":\"https://github.com/petrpleshachkov/hazelcast/pull/408#issuecomment-1074631382\",\"issue_url\":\"https://api.github.com/repos/petrpleshachkov/hazelcast/issues/408\",\"id\":1074631382,\"node_id\":\"IC_kwDOCv37Cc5ADZLW\",\"user\":{\"login\":\"dependabot[bot]\",\"id\":49699333,\"node_id\":\"MDM6Qm90NDk2OTkzMzM=\",\"avatar_url\":\"https://avatars.githubusercontent.com/in/29110?v=4\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/dependabot%5Bbot%5D\",\"html_url\":\"https://github.com/apps/dependabot\",\"followers_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/followers\",\"following_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/following{/other_user}\",\"gists_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/gists{/gist_id}\",\"starred_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/starred{/owner}{/repo}\",\"subscriptions_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/subscriptions\",\"organizations_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/orgs\",\"repos_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/repos\",\"events_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/events{/privacy}\",\"received_events_url\":\"https://api.github.com/users/dependabot%5Bbot%5D/received_events\",\"type\":\"Bot\",\"site_admin\":false},\"created_at\":\"2022-03-22T02:07:02Z\",\"updated_at\":\"2022-03-22T02:07:02Z\",\"author_association\":\"NONE\",\"body\":\"Superseded 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!\",\"reactions\":{\"url\":\"https://api.github.com/repos/solana-labs/solana-pay/issues/109/reactions\",\"total_count\":0,\"+1\":0,\"-1\":0,\"laugh\":0,\"hooray\":0,\"confused\":0,\"heart\":0,\"rocket\":0,\"eyes\":0},\"timeline_url\":\"https://api.github.com/repos/solana-labs/solana-pay/issues/109/timeline\",\"performed_via_github_app\":null}},\"public\":true,\"created_at\":\"2022-03-22T02:07:03Z\",\"org\":{\"id\":35608259,\"login\":\"solana-labs\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/orgs/solana-labs\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/35608259?\"}},{\"id\":\"20862974144\",\"type\":\"PushEvent\",\"actor\":{\"id\":42554663,\"login\":\"Awan\",\"display_login\":\"Awan\",\"gravatar_id\":\"\",\"url\":\"https://api.github.com/users/Awan\",\"avatar_url\":\"https://avatars.githubusercontent.com/u/42554663?\"},\"repo\":{\"id\":470890244,\"name\":\"Awan/passwords-store\",\"url\":\"https://api.github.com/repos/Awan/passwords-store\"},\"payload\":{\"push_id\":9411460583,\"size\":1,\"distinct_size\":1,\"ref\":\"refs/heads/master\",\"head\":\"b6552393f7ecad1c4a01903070ce6b7e047e6e1d\",\"before\":\"4650bdf92c71465aab2e39415aa65f89cd177e5e\",\"commits\":[{\"sha\":\"b6552393f7ecad1c4a01903070ce6b7e047e6e1d\",\"author\":{\"email\":\"abdullah@abdullah.today\",\"name\":\"Abdullah 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     "execution_count": 10,
     "metadata": {},
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   ],
   "source": [
    "r.text"
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   "cell_type": "markdown",
   "id": "feb48785",
   "metadata": {},
   "source": [
    "## 观察json（）"
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   "cell_type": "code",
   "execution_count": 11,
   "id": "92f85d72",
   "metadata": {},
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       "      'subscription_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/subscription',\n",
       "      'commits_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/commits{/sha}',\n",
       "      'git_commits_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/git/commits{/sha}',\n",
       "      'comments_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/comments{/number}',\n",
       "      'issue_comment_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/issues/comments{/number}',\n",
       "      'contents_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/contents/{+path}',\n",
       "      'compare_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/compare/{base}...{head}',\n",
       "      'merges_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/merges',\n",
       "      'archive_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/{archive_format}{/ref}',\n",
       "      'downloads_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/downloads',\n",
       "      'issues_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/issues{/number}',\n",
       "      'pulls_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/pulls{/number}',\n",
       "      'milestones_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/milestones{/number}',\n",
       "      'notifications_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/notifications{?since,all,participating}',\n",
       "      'labels_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/labels{/name}',\n",
       "      'releases_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/releases{/id}',\n",
       "      'deployments_url': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/deployments',\n",
       "      'created_at': '2020-02-10T14:29:32Z',\n",
       "      'updated_at': '2022-01-11T02:08:25Z',\n",
       "      'pushed_at': '2022-03-22T02:07:01Z',\n",
       "      'git_url': 'git://github.com/anpleenko/ts-react-styled-template.git',\n",
       "      'ssh_url': 'git@github.com:anpleenko/ts-react-styled-template.git',\n",
       "      'clone_url': 'https://github.com/anpleenko/ts-react-styled-template.git',\n",
       "      'svn_url': 'https://github.com/anpleenko/ts-react-styled-template',\n",
       "      'homepage': '',\n",
       "      'size': 23496,\n",
       "      'stargazers_count': 0,\n",
       "      'watchers_count': 0,\n",
       "      'language': 'TypeScript',\n",
       "      'has_issues': True,\n",
       "      'has_projects': False,\n",
       "      'has_downloads': True,\n",
       "      'has_wiki': False,\n",
       "      'has_pages': False,\n",
       "      'forks_count': 0,\n",
       "      'mirror_url': None,\n",
       "      'archived': False,\n",
       "      'disabled': False,\n",
       "      'open_issues_count': 3,\n",
       "      'license': {'key': 'mit',\n",
       "       'name': 'MIT License',\n",
       "       'spdx_id': 'MIT',\n",
       "       'url': 'https://api.github.com/licenses/mit',\n",
       "       'node_id': 'MDc6TGljZW5zZTEz'},\n",
       "      'allow_forking': True,\n",
       "      'is_template': True,\n",
       "      'topics': ['react', 'styled-components', 'template', 'typescript'],\n",
       "      'visibility': 'public',\n",
       "      'forks': 0,\n",
       "      'open_issues': 3,\n",
       "      'watchers': 0,\n",
       "      'default_branch': 'master'}},\n",
       "    '_links': {'self': {'href': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/pulls/913'},\n",
       "     'html': {'href': 'https://github.com/anpleenko/ts-react-styled-template/pull/913'},\n",
       "     'issue': {'href': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/issues/913'},\n",
       "     'comments': {'href': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/issues/913/comments'},\n",
       "     'review_comments': {'href': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/pulls/913/comments'},\n",
       "     'review_comment': {'href': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/pulls/comments{/number}'},\n",
       "     'commits': {'href': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/pulls/913/commits'},\n",
       "     'statuses': {'href': 'https://api.github.com/repos/anpleenko/ts-react-styled-template/statuses/4037c7738ec3be516b4fcd6cf863fd75aff450f0'}},\n",
       "    'author_association': 'CONTRIBUTOR',\n",
       "    'auto_merge': None,\n",
       "    'active_lock_reason': None,\n",
       "    'merged': False,\n",
       "    'mergeable': None,\n",
       "    'rebaseable': None,\n",
       "    'mergeable_state': 'unknown',\n",
       "    'merged_by': None,\n",
       "    'comments': 0,\n",
       "    'review_comments': 0,\n",
       "    'maintainer_can_modify': False,\n",
       "    'commits': 1,\n",
       "    'additions': 8,\n",
       "    'deletions': 8,\n",
       "    'changed_files': 2}},\n",
       "  'public': True,\n",
       "  'created_at': '2022-03-22T02:07:03Z'}]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "d047f988",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload = {'key1': 'value1', 'key2': 'value2'}\n",
    "r = requests.get(\"http://httpbin.org/get\", params=payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "47d0e227",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'http://httpbin.org/get?key1=value1&key2=value2'"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.url"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e68d2bab",
   "metadata": {},
   "source": [
    "# 2.face++实践，人脸识别"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "d53efa2f",
   "metadata": {},
   "outputs": [],
   "source": [
    "base_url = 'https://api-cn.faceplusplus.com/facepp/v3/detect'\n",
    "\n",
    "\n",
    "# 2. api账户/通行证\n",
    "API_key = 'EMkQ5iXJDJscKAD_28dOGLUlHWGTvZKr'\n",
    "API_sercret = 'xhBeA_Xus1K1yKaoxH_iD311tROK7hHz'\n",
    "\n",
    "# 3. POST\n",
    "\n",
    "\n",
    "# 4. 所有 API Key 都可以调用本 API。\n",
    "#    其中 calculate_all 和 face_rectangle 参数只有正式 API Key 才能使用，试用 API Key 无法使用。\n",
    "\n",
    "# 5. payload： 酬载, 必要阅读api文档中的 *必选项* 和 *可选性*，及 *参数说明*\n",
    "payload = {\n",
    "    'api_key':API_key,\n",
    "    'api_secret':API_sercret,\n",
    "    'image_url':'https://tse1-mm.cn.bing.net/th/id/OIP-C.HPWFQ7UDQh93EKcDmiUQ_wHaIR?w=176&h=197&c=7&r=0&o=5&dpr=2&pid=1.7'\n",
    "}\n",
    "\n",
    "r = requests.post(base_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "b604f024",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "ee8fd0b4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'request_id': '1647915132,a1cddd71-39a9-487a-9e11-c79eecacdf82',\n",
       " 'time_used': 556,\n",
       " 'faces': [{'face_token': '3fbf4065001492a0d169ff3b00a1f505',\n",
       "   'face_rectangle': {'top': 108, 'left': 141, 'width': 107, 'height': 107}}],\n",
       " 'image_id': 'JoYdaZ0h1hGb4ih1d2EZVw==',\n",
       " 'face_num': 1}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "9118022e",
   "metadata": {},
   "outputs": [],
   "source": [
    "face_detect = r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "040612c1",
   "metadata": {},
   "outputs": [],
   "source": [
    "face_tokens = face_detect['faces'][0]['face_token']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "2575106c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'3fbf4065001492a0d169ff3b00a1f505'"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "face_tokens"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "d7a03158",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 1. url \n",
    "Analyze_base_url = \"https://api-cn.faceplusplus.com/facepp/v3/face/analyze\"\n",
    "\n",
    "# 2. api账户/通行证\n",
    "API_key = 'EMkQ5iXJDJscKAD_28dOGLUlHWGTvZKr'\n",
    "API_sercret = 'xhBeA_Xus1K1yKaoxH_iD311tROK7hHz'\n",
    "\n",
    "# 3 POST\n",
    "\n",
    "# 4. 权限：所有 API Key 都可以调用本 API\n",
    "\n",
    "# 5. payload： 酬载, 必要阅读api文档中的 *必选项* 和 *可选性*，及 *参数说明*\n",
    "payload = {\n",
    "    'api_key':API_key,\n",
    "    'api_secret':API_sercret,\n",
    "    'face_tokens':face_tokens,\n",
    "    'return_attributes':'gender,age,smiling,headpose,facequality,blur,eyestatus,emotion,beauty,mouthstatus,eyegaze,skinstatus',\n",
    "    'beauty_score_min':0,\n",
    "    'beauty_score_max':100\n",
    "    \n",
    "}\n",
    "\n",
    "# 6. requests\n",
    "\n",
    "r_analyze = requests.post(url = Analyze_base_url, params = payload)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "8d48e0bb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r_analyze"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "9b9d730a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'time_used': 162,\n",
       " 'request_id': '1647915136,6b126481-076a-4624-bf7c-24f748eef75a',\n",
       " 'faces': [{'attributes': {'emotion': {'sadness': 0.681,\n",
       "     'neutral': 0.007,\n",
       "     'disgust': 1.213,\n",
       "     'anger': 0.007,\n",
       "     'surprise': 0.009,\n",
       "     'fear': 0.112,\n",
       "     'happiness': 97.97},\n",
       "    'beauty': {'female_score': 56.631, 'male_score': 56.694},\n",
       "    'gender': {'value': 'Male'},\n",
       "    'age': {'value': 53},\n",
       "    'mouthstatus': {'close': 0.0,\n",
       "     'surgical_mask_or_respirator': 0.0,\n",
       "     'open': 100.0,\n",
       "     'other_occlusion': 0.0},\n",
       "    'glass': {'value': 'None'},\n",
       "    'skinstatus': {'dark_circle': 1.982,\n",
       "     'stain': 12.624,\n",
       "     'acne': 0.634,\n",
       "     'health': 9.525},\n",
       "    'headpose': {'yaw_angle': 0.004189467,\n",
       "     'pitch_angle': 16.763775,\n",
       "     'roll_angle': 2.3050764},\n",
       "    'blur': {'blurness': {'threshold': 50.0, 'value': 0.364},\n",
       "     'motionblur': {'threshold': 50.0, 'value': 0.364},\n",
       "     'gaussianblur': {'threshold': 50.0, 'value': 0.364}},\n",
       "    'smile': {'threshold': 50.0, 'value': 100.0},\n",
       "    'eyestatus': {'left_eye_status': {'normal_glass_eye_open': 0.002,\n",
       "      'no_glass_eye_close': 0.0,\n",
       "      'occlusion': 0.0,\n",
       "      'no_glass_eye_open': 99.998,\n",
       "      'normal_glass_eye_close': 0.0,\n",
       "      'dark_glasses': 0.0},\n",
       "     'right_eye_status': {'normal_glass_eye_open': 0.031,\n",
       "      'no_glass_eye_close': 0.0,\n",
       "      'occlusion': 0.008,\n",
       "      'no_glass_eye_open': 99.961,\n",
       "      'normal_glass_eye_close': 0.0,\n",
       "      'dark_glasses': 0.0}},\n",
       "    'facequality': {'threshold': 70.1, 'value': 85.658},\n",
       "    'eyegaze': {'right_eye_gaze': {'position_x_coordinate': 0.468,\n",
       "      'vector_z_component': 0.944,\n",
       "      'vector_x_component': -0.054,\n",
       "      'vector_y_component': 0.325,\n",
       "      'position_y_coordinate': 0.443},\n",
       "     'left_eye_gaze': {'position_x_coordinate': 0.506,\n",
       "      'vector_z_component': 0.948,\n",
       "      'vector_x_component': 0.168,\n",
       "      'vector_y_component': 0.269,\n",
       "      'position_y_coordinate': 0.436}}},\n",
       "   'face_rectangle': {'width': 107, 'top': 108, 'left': 141, 'height': 107},\n",
       "   'face_token': '3fbf4065001492a0d169ff3b00a1f505'}]}"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r_analyze.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "21c003fd",
   "metadata": {},
   "source": [
    "# 封装应用函数"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9e75b8b8",
   "metadata": {},
   "source": [
    "## 1.人脸对比"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "78461d9a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 1. url\n",
    "base_url = 'https://api-cn.faceplusplus.com/facepp/v3/detect'\n",
    "\n",
    "\n",
    "# 2. api账户/通行证\n",
    "API_key = 'EMkQ5iXJDJscKAD_28dOGLUlHWGTvZKr'\n",
    "API_sercret = 'xhBeA_Xus1K1yKaoxH_iD311tROK7hHz'\n",
    "\n",
    "# 3. 请求方法：POST\n",
    "\n",
    "# 4. 准备payload（酬载）\n",
    "payload = {\n",
    "    'api_key':API_key,\n",
    "    'api_secret':API_sercret,\n",
    "    'image_url':'https://tse1-mm.cn.bing.net/th/id/OIP-C.HPWFQ7UDQh93EKcDmiUQ_wHaIR?w=176&h=197&c=7&r=0&o=5&dpr=2&pid=1.7'\n",
    "}\n",
    "\n",
    "# 5. 发起请求\n",
    "r = requests.post(url = base_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "551f7ab6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'438c70e04089ad0cb07ae41140f5d22f'"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "face_token01 = r.json()[\"faces\"][0]['face_token']\n",
    "face_token01"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "2a71ef00",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 1. url\n",
    "base_url = 'https://api-cn.faceplusplus.com/facepp/v3/detect'\n",
    "\n",
    "\n",
    "# 2. api账户/通行证\n",
    "API_key = 'EMkQ5iXJDJscKAD_28dOGLUlHWGTvZKr'\n",
    "API_sercret = 'xhBeA_Xus1K1yKaoxH_iD311tROK7hHz'\n",
    "\n",
    "\n",
    "# 3. 请求方法：POST\n",
    "\n",
    "# 4. 准备payload（酬载）\n",
    "payload = {\n",
    "    'api_key':API_key,\n",
    "    'api_secret':API_sercret,\n",
    "    'image_url':'https://tse2-mm.cn.bing.net/th/id/OIP-C.Xz3HbYZeNrdUnGJ7vXNzsQHaKO?pid=ImgDet&rs=1'\n",
    "}\n",
    "\n",
    "# 5. 发起请求\n",
    "r = requests.post(url = base_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "8f60bac7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'d5ba49349e1d1a05bf7f2672ef5dcdec'"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "face_token02 = r.json()[\"faces\"][0]['face_token']\n",
    "face_token02"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "1679f740",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 1. url\n",
    "compare_url = 'https://api-cn.faceplusplus.com/facepp/v3/compare'\n",
    "\n",
    "\n",
    "# 2. api账户/通行证\n",
    "API_key = 'EMkQ5iXJDJscKAD_28dOGLUlHWGTvZKr'\n",
    "API_sercret = 'xhBeA_Xus1K1yKaoxH_iD311tROK7hHz'\n",
    "\n",
    "# 3. 请求方法：POST\n",
    "\n",
    "# 4. 准备payload（酬载）\n",
    "payload = {\n",
    "    'api_key':API_key,\n",
    "    'api_secret':API_sercret,\n",
    "    'face_token1':face_token01,\n",
    "    'face_token2':face_token02\n",
    "}\n",
    "\n",
    "# 5. 发起请求\n",
    "r = requests.post(url = compare_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "35ea23a9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "f5a5d7d7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'request_id': '1647915141,1ef9d476-7a6f-4674-9c74-7cf2d0023bfc',\n",
       " 'time_used': 323,\n",
       " 'confidence': 83.194,\n",
       " 'thresholds': {'1e-3': 62.327, '1e-4': 69.101, '1e-5': 73.975}}"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "25973f5c",
   "metadata": {},
   "outputs": [],
   "source": [
    "base_url = 'https://api-cn.faceplusplus.com/facepp/v3/search'\n",
    "\n",
    "\n",
    "# 2. api账户/通行证\n",
    "API_key = 'EMkQ5iXJDJscKAD_28dOGLUlHWGTvZKr'\n",
    "API_sercret = 'xhBeA_Xus1K1yKaoxH_iD311tROK7hHz'\n",
    "\n",
    "\n",
    "payload = {\n",
    "    'api_key':API_key,\n",
    "    'api_secret':API_sercret,\n",
    "    'face_token':face_tokens,\n",
    "    \n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ba3120bd",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "029f36c5",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9e95e9c9",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "488926b5",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "c624edbb",
   "metadata": {},
   "source": [
    "# 封装人脸函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "0004fc18",
   "metadata": {},
   "outputs": [],
   "source": [
    "API_key = 'EMkQ5iXJDJscKAD_28dOGLUlHWGTvZKr'\n",
    "API_sercret = 'xhBeA_Xus1K1yKaoxH_iD311tROK7hHz'\n",
    "img_url_01 = 'https://tse1-mm.cn.bing.net/th/id/OIP-C.HPWFQ7UDQh93EKcDmiUQ_wHaIR?w=176&h=197&c=7&r=0&o=5&dpr=2&pid=1.7'\n",
    "img_url_02 = 'https://tse2-mm.cn.bing.net/th/id/OIP-C.Xz3HbYZeNrdUnGJ7vXNzsQHaKO?pid=ImgDet&rs=1'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "ad96224f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def detect_face(API_key,API_sercret,img_url):\n",
    "    \"\"\"face++ API人脸检测函数\"\"\"\n",
    "    base_url = 'https://api-cn.faceplusplus.com/facepp/v3/detect'\n",
    "    payload = {\n",
    "        'api_key':API_key,\n",
    "        'api_secret':API_sercret,\n",
    "        'image_url':img_url\n",
    "    }\n",
    "    r = requests.post(url = base_url, params = payload)\n",
    "    return r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "0dad456d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'request_id': '1647869866,ac5416cf-5cc7-4000-a4b6-d6248c14882d',\n",
       " 'time_used': 95,\n",
       " 'faces': [{'face_token': 'd3d811ad1f134b4683e66f89ddbc8abb',\n",
       "   'face_rectangle': {'top': 108, 'left': 141, 'width': 107, 'height': 107}}],\n",
       " 'image_id': 'JoYdaZ0h1hGb4ih1d2EZVw==',\n",
       " 'face_num': 1}"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "detect_face(API_key,API_sercret,img_url_01)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "841a634a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'request_id': '1647869875,137e07dc-f393-4813-839f-e49166269fc6',\n",
       " 'time_used': 720,\n",
       " 'faces': [{'face_token': '669f5aaaad8f1b13effb16a2ba2551df',\n",
       "   'face_rectangle': {'top': 253, 'left': 130, 'width': 259, 'height': 259}}],\n",
       " 'image_id': 'iVNu5MuXUL1+S+JIpEA7VA==',\n",
       " 'face_num': 1}"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "detect_face(API_key,API_sercret,img_url_02)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0dcee8fb",
   "metadata": {},
   "source": [
    "# 创建人脸数据库"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "fd63a577",
   "metadata": {},
   "outputs": [],
   "source": [
    "base_url = 'https://api-cn.faceplusplus.com/facepp/v3/faceset/create'\n",
    "\n",
    "\n",
    "# 2. api账户/通行证\n",
    "API_key = 'EMkQ5iXJDJscKAD_28dOGLUlHWGTvZKr'\n",
    "API_sercret = 'xhBeA_Xus1K1yKaoxH_iD311tROK7hHz'\n",
    "\n",
    "\n",
    "# 3. 请求方法：POST\n",
    "\n",
    "# 4. 准备payload（酬载）\n",
    "payload = {\n",
    "    'api_key':API_key,\n",
    "    'api_secret':API_sercret,\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "666e2bb0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "68e344b7",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'r_create' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-49-cd50528cb134>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mr_create\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mjson\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m: name 'r_create' is not defined"
     ]
    }
   ],
   "source": [
    "r_create.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "d1158e8d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "6ae89473",
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "string indices must be integers",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-38-90c7ac9caf7a>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mfaceset_token\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mface_detect\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'request_id'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'faceset_token'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m: string indices must be integers"
     ]
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c0b5b3fe",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0f3510a9",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fe300349",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "514a6f85",
   "metadata": {},
   "outputs": [],
   "source": [
    "base_url ='https://api-cn.faceplusplus.com/facepp/v3/detect'\n",
    "\n",
    "\n",
    "\n",
    "# 2. api账户/通行证\n",
    "API_key = 'EMkQ5iXJDJscKAD_28dOGLUlHWGTvZKr'\n",
    "API_sercret = 'xhBeA_Xus1K1yKaoxH_iD311tROK7hHz'\n",
    "\n"
   ]
  }
 ],
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